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    "Highmaps Demos\n",
    "===============\n",
    "Advanced lat/long: http://www.highcharts.com/maps/demo/latlon-advanced\n",
    "------------------------------------------------------------------------"
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&quot;abbrev&quot;: &quot;MI&quot;, &quot;capital&quot;: &quot;Lansing&quot;, &quot;lat&quot;: 42.73194, &quot;z&quot;: 114297, &quot;parentState&quot;: &quot;Michigan&quot;, &quot;population&quot;: 114297}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -93.093326, &quot;abbrev&quot;: &quot;MN&quot;, &quot;capital&quot;: &quot;Saint Paul&quot;, &quot;lat&quot;: 44.943829, &quot;z&quot;: 285068, &quot;parentState&quot;: &quot;Minnesota&quot;, &quot;population&quot;: 285068}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -90.180489, &quot;abbrev&quot;: &quot;MS&quot;, &quot;capital&quot;: &quot;Jackson&quot;, &quot;lat&quot;: 32.29869, &quot;z&quot;: 173514, &quot;parentState&quot;: &quot;Mississippi&quot;, &quot;population&quot;: 173514}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -92.177839, &quot;abbrev&quot;: &quot;MO&quot;, &quot;capital&quot;: &quot;Jefferson City&quot;, &quot;lat&quot;: 38.577515, &quot;z&quot;: 43079, &quot;parentState&quot;: &quot;Missouri&quot;, &quot;population&quot;: 43079}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -112.021202, &quot;abbrev&quot;: &quot;MT&quot;, &quot;capital&quot;: &quot;Helana&quot;, &quot;lat&quot;: 46.58976, &quot;z&quot;: 28190, &quot;parentState&quot;: &quot;Montana&quot;, &quot;population&quot;: 28190}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -96.707739, &quot;abbrev&quot;: &quot;NE&quot;, &quot;capital&quot;: &quot;Lincoln&quot;, &quot;lat&quot;: 40.81362, &quot;z&quot;: 258379, &quot;parentState&quot;: &quot;Nebraska&quot;, &quot;population&quot;: 258379}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -119.766999, &quot;abbrev&quot;: &quot;NV&quot;, &quot;capital&quot;: &quot;Carson City&quot;, &quot;lat&quot;: 39.164885, &quot;z&quot;: 55274, &quot;parentState&quot;: &quot;Nevada&quot;, &quot;population&quot;: 55274}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -71.536604, &quot;abbrev&quot;: &quot;NH&quot;, &quot;capital&quot;: &quot;Concord&quot;, &quot;lat&quot;: 43.20725, &quot;z&quot;: 42695, &quot;parentState&quot;: &quot;New Hampshire&quot;, &quot;population&quot;: 42695}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -74.759404, &quot;abbrev&quot;: &quot;NJ&quot;, &quot;capital&quot;: &quot;Trenton&quot;, &quot;lat&quot;: 40.217875, &quot;z&quot;: 84913, &quot;parentState&quot;: &quot;New Jersey&quot;, &quot;population&quot;: 84913}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -105.937406, &quot;abbrev&quot;: &quot;NM&quot;, &quot;capital&quot;: &quot;Santa Fe&quot;, &quot;lat&quot;: 35.691543, &quot;z&quot;: 67947, &quot;parentState&quot;: &quot;New Mexico&quot;, &quot;population&quot;: 67947}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -73.755254, &quot;abbrev&quot;: &quot;NY&quot;, &quot;capital&quot;: &quot;Albany&quot;, &quot;lat&quot;: 42.651445, &quot;z&quot;: 97856, &quot;parentState&quot;: &quot;New York&quot;, &quot;population&quot;: 97856}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -78.642669, &quot;abbrev&quot;: &quot;NC&quot;, &quot;capital&quot;: &quot;Raleigh&quot;, &quot;lat&quot;: 35.78551, &quot;z&quot;: 403892, &quot;parentState&quot;: &quot;North Carolina&quot;, &quot;population&quot;: 403892}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -100.779334, &quot;abbrev&quot;: &quot;ND&quot;, &quot;capital&quot;: &quot;Bismarck&quot;, &quot;lat&quot;: 46.805372, &quot;z&quot;: 61272, &quot;parentState&quot;: &quot;North Dakota&quot;, &quot;population&quot;: 61272}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -83.002984, &quot;abbrev&quot;: &quot;OH&quot;, &quot;capital&quot;: &quot;Columbus&quot;, &quot;lat&quot;: 39.96196, &quot;z&quot;: 787033, &quot;parentState&quot;: &quot;Ohio&quot;, &quot;population&quot;: 787033}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -97.520354, &quot;abbrev&quot;: &quot;OK&quot;, &quot;capital&quot;: &quot;Oklahoma City&quot;, &quot;lat&quot;: 35.472015, &quot;z&quot;: 579999, &quot;parentState&quot;: &quot;Oklahoma&quot;, &quot;population&quot;: 579999}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -123.043814, &quot;abbrev&quot;: &quot;OR&quot;, &quot;capital&quot;: &quot;Salem&quot;, &quot;lat&quot;: 44.93326, &quot;z&quot;: 154637, &quot;parentState&quot;: &quot;Oregon&quot;, &quot;population&quot;: 154637}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -76.88223, &quot;abbrev&quot;: &quot;PA&quot;, &quot;capital&quot;: &quot;Harrisburg&quot;, &quot;lat&quot;: 40.259865, &quot;z&quot;: 49528, &quot;parentState&quot;: &quot;Pennsylvania&quot;, &quot;population&quot;: 49528}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -71.411994, &quot;abbrev&quot;: &quot;RI&quot;, &quot;capital&quot;: &quot;Providence&quot;, &quot;lat&quot;: 41.823875, &quot;z&quot;: 178042, &quot;parentState&quot;: &quot;Rhode Island&quot;, &quot;population&quot;: 178042}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -81.045249, &quot;abbrev&quot;: &quot;SC&quot;, &quot;capital&quot;: &quot;Columbia&quot;, &quot;lat&quot;: 33.99855, &quot;z&quot;: 129272, &quot;parentState&quot;: &quot;South Carolina&quot;, &quot;population&quot;: 129272}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -100.350158, &quot;abbrev&quot;: &quot;SD&quot;, &quot;capital&quot;: &quot;Pierre&quot;, &quot;lat&quot;: 44.368924, &quot;z&quot;: 13646, &quot;parentState&quot;: &quot;South Dakota&quot;, &quot;population&quot;: 13646}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -86.778365, &quot;abbrev&quot;: &quot;TN&quot;, &quot;capital&quot;: &quot;Nashville&quot;, &quot;lat&quot;: 36.167783, &quot;z&quot;: 601222, &quot;parentState&quot;: &quot;Tennessee&quot;, &quot;population&quot;: 601222}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -97.742984, &quot;abbrev&quot;: &quot;TX&quot;, &quot;capital&quot;: &quot;Austin&quot;, &quot;lat&quot;: 30.267605, &quot;z&quot;: 790390, &quot;parentState&quot;: &quot;Texas&quot;, &quot;population&quot;: 790390}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -111.888229, &quot;abbrev&quot;: &quot;UT&quot;, &quot;capital&quot;: &quot;Salt Lake City&quot;, &quot;lat&quot;: 40.759505, &quot;z&quot;: 186440, &quot;parentState&quot;: &quot;Utah&quot;, &quot;population&quot;: 186440}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -72.576264, &quot;abbrev&quot;: &quot;VT&quot;, &quot;capital&quot;: &quot;Montpelier&quot;, &quot;lat&quot;: 44.260299, &quot;z&quot;: 7855, &quot;parentState&quot;: &quot;Vermont&quot;, &quot;population&quot;: 7855}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -77.433654, &quot;abbrev&quot;: &quot;VA&quot;, &quot;capital&quot;: &quot;Richmond&quot;, &quot;lat&quot;: 37.5407, &quot;z&quot;: 204214, &quot;parentState&quot;: &quot;Virginia&quot;, &quot;population&quot;: 204214}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -122.891366, &quot;abbrev&quot;: &quot;WA&quot;, &quot;capital&quot;: &quot;Olympia&quot;, &quot;lat&quot;: 47.039231, &quot;z&quot;: 46478, &quot;parentState&quot;: &quot;Washington&quot;, &quot;population&quot;: 46478}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -81.638989, &quot;abbrev&quot;: &quot;WV&quot;, &quot;capital&quot;: &quot;Charleston&quot;, &quot;lat&quot;: 38.350195, &quot;z&quot;: 51400, &quot;parentState&quot;: &quot;West Virginia&quot;, &quot;population&quot;: 51400}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -89.386694, &quot;abbrev&quot;: &quot;WI&quot;, &quot;capital&quot;: &quot;Madison&quot;, &quot;lat&quot;: 43.07295, &quot;z&quot;: 233209, &quot;parentState&quot;: &quot;Wisconsin&quot;, &quot;population&quot;: 233209}, {&quot;color&quot;: &quot;rgb(255,0,10)&quot;, &quot;lon&quot;: -104.821544, &quot;abbrev&quot;: &quot;WY&quot;, &quot;capital&quot;: &quot;Cheyenne&quot;, &quot;lat&quot;: 41.134815, &quot;z&quot;: 59466, &quot;parentState&quot;: &quot;Wyoming&quot;, &quot;population&quot;: 59466}], &quot;dataLabels&quot;: {&quot;enabled&quot;: true, &quot;format&quot;: &quot;{point.capital}&quot;}}]\n",
       "    \t    option.series = data;\n",
       "\n",
       " \n",
       "\n",
       "            var chart = new Highcharts.Map(option);\n",
       "\n",
       "\n",
       "\n",
       "\n",
       " \n",
       " \n",
       "\n",
       "\n",
       "        \n",
       "\t});\n",
       "        &lt;/script&gt;\n",
       "\n",
       "    &lt;/body&gt;\n",
       "&lt;/html&gt;\" height=550 width=820></iframe>"
      ],
      "text/plain": [
       "<highcharts.highmaps.highmaps.Highmap at 0x7ff04c06b1d0>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from highcharts import Highmap\n",
    "from highcharts.highmaps.highmap_helper import jsonp_loader, js_map_loader, geojson_handler, interpolateRGB\n",
    "\n",
    "H = Highmap(height=550)\n",
    "map_url = 'http://code.highcharts.com/mapdata/countries/us/us-all.js'\n",
    "data_url = 'http://www.highcharts.com/samples/data/jsonp.php?filename=us-capitals.json&callback=?'\n",
    "geojson = js_map_loader(map_url)\n",
    "data = jsonp_loader(data_url)\n",
    "\n",
    "options = {\n",
    "    'title': {\n",
    "            'text': 'Highmaps lat/lon demo'\n",
    "        },\n",
    "\n",
    "    'tooltip': {\n",
    "        'formatter': \"function () {\\\n",
    "                            return this.point.capital + ', ' + this.point.parentState + '<br>Lat: ' + this.point.lat + ' Lon: ' + this.point.lon + '<br>Population: ' + this.point.population;\\\n",
    "                        }\",\n",
    "        'crosshairs': [{\n",
    "            'zIndex': 5,\n",
    "            'dashStyle': 'dot',\n",
    "            'snap': False,\n",
    "            'color': 'gray'\n",
    "        }, {\n",
    "            'zIndex': 5,\n",
    "            'dashStyle': 'dot',\n",
    "            'snap': False,\n",
    "            'color': 'gray'\n",
    "        }]\n",
    "    },\n",
    "}\n",
    "\n",
    "max_p = max([item['population'] for item in data])\n",
    "\n",
    "for item in data:\n",
    "    item.update({'z':item['population']})\n",
    "    item.update({'color':interpolateRGB([255,0,10],[0,255,20],item['population']/max_p)})\n",
    "\n",
    "H.add_map_data(geojson, name='Basemap' ,borderColor='#606060',\n",
    "            nullColor='rgba(200, 200, 200, 0.2)',\n",
    "            showInLegend=False) \n",
    "H.add_data_set(geojson_handler(geojson, 'mapline'),\n",
    "    'mapline','Separators', showInLegend=False, enableMouseTracking=False)    \n",
    "H.add_data_set(data,'mapbubble','Cities', dataLabels={\n",
    "                    'enabled': True,\n",
    "                    'format': '{point.capital}'\n",
    "                }, maxSize='12%', is_coordinate=True)\n",
    "\n",
    "H.set_dict_options(options)\n",
    "\n",
    "H"
   ]
  }
 ],
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